Optimizing IoMT Security: Performance Trade-Offs Between Neural Network Architectural Design, Dimensionality Reduction, and Class Imbalance Handling [PDF]
Heyfa Ammar, Asma Cherif
openalex +1 more source
Objective The aim of this systematic review was to synthesize the economic impact of rheumatoid arthritis (RA) on households, health systems, and society in low‐ and middle‐income countries (LMICs). Methods Electronic databases such as PubMed, Web of Science, and CINAHL were searched using keywords related to RA and cost of illness.
Tadesse Gebrye +6 more
wiley +1 more source
Improving efficiency in smart grid monitoring using hybrid classification and dimensionality reduction. [PDF]
Kumar TS, Kesavaraja D.
europepmc +1 more source
Dimensionality reduction by minimizing nearest-neighbor classification error
Mauricio Villegas, Roberto Paredes
openalex +2 more sources
Dimensionality Reduction of SDSS Spectra with Variational Autoencoders [PDF]
Stephen K. N. Portillo +3 more
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Recently, there has been growing discussion about how to best assess pain in clinical trials in rheumatic diseases. Reliable measurement of pain outcomes is essential for accurately determining the effectiveness of treatments. Although pain intensity is the most common measure of change in pain trials, other pain‐related measures, such as pain ...
Yen T. Chen +4 more
wiley +1 more source
Optimizing photovoltaic power prediction at extreme altitudes using stacking metamodels and dimensionality reduction. [PDF]
Huaquipaco S +9 more
europepmc +1 more source
Knee Crepitus and Osteoarthritis Features in Young Adults Following Traumatic Knee Injury
Objective This study explored the association between knee crepitus and the presence, and worsening, of structural osteoarthritis features and self‐reported outcomes in young adults following traumatic knee injury. Methods One year following anterior cruciate ligament reconstruction (ACLR), 112 participants (41 female participants; median age 28 years ...
Jamon L. Couch +8 more
wiley +1 more source
Evaluating Dimensionality Reduction for Patient-Reported Outcome-Based Survival Modeling in Patients With Head and Neck Cancer. [PDF]
Anyimadu EA +6 more
europepmc +1 more source
Dimensionality Reduction via Regression in Hyperspectral Imagery [PDF]
Valero Laparra +2 more
openalex +1 more source

